🤖⚔️🤖 Throw Down
Manus ad Manum
Two operators. One cascade layer. Υ Yield, SNR, Leverage, Velocity, 10xDEV & blended cost — the data tells you not just who's ahead, but where and why.
Operator A
vsOperator B
Dylan NeveBEARER I · #95917Υ Yield◆ Leads 8–2
- Leverage · closed loop · 1.2K×
- Υ Yield · leads 2.1× · 917
- Cost · cost leader · $0.44/1M
- Efficacy · strong · 323.86
- Scale · heavyweight · 1060161.0K tok
VS8–2
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · trails · 442
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
Raw shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Dylan NeveDataThe Field
Raw
817.8KInput29.8K
602.1KOutput44.0K
1018.3MCache-read8.9M
40.4MCache-write470.4K
1060.2MTotal9.5M
$0.44Cost$0.55
Metrics
917Υ Yield442
42.4%SNR59.6%
1.2K×Leverage300×
0.74Velocity1.47
3.1010xDEV2.48
$0.44Cost per 1M$0.55
323.86Efficiency79.22
1245:1:0.74Op Ratio300:1:1.5
1060.2MTotal9.5M